Crowd Density Impact

Crowd Density Impact MCP Connector for Claude

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Analyze how crowd density affects surf session quality and wave access.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides tools to analyze how the number of surfers in a lineup impacts wave availability and session quality. Use analyze_session_efficiency to determine how crowd density and your skill level reduce your effective wave count. You can also use calculate_localism_impact to understand how local priority affects accessibility, suggest_alternative_positioning to find better spots in the lineup, and predict_wait_time_trends to forecast how wait times will change as the crowd grows.

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4 tools expose this connector's capabilities to your AI agent.

analyze_session_efficiency

How much will the current crowd reduce my ability to surf?

calculate_localism_impact

How much will local priority affect my access to waves?

predict_wait_time_trends

How long will I be waiting as the crowd grows?

suggest_alternative_positioning

Where should I move to find better waves given the current crowd?

See how to talk to your AI agent using Crowd Density Impact.

How much will the current crowd reduce my ability to surf if there are 20 surfers, a capacity of 15, and 10 waves per hour at an intermediate skill level?

With 20 surfers and a capacity of 15, your effective wave count is reduced by 25%, and your estimated wait time is approximately 8 minutes.

Where should I move to find better waves? I am at position 0.5 with 30 surfers and a capacity of 20.

Moving to the Outside zone is suggested, which offers an expected improvement score of 0.75.

How much will local priority affect my access if there are 10 surfers total and 6 are locals?

The accessibility score is 0.4, indicating significant impact from local priority in this lineup.

Skill level influences wave selection efficiency. Higher skill levels can slightly mitigate the impact of high density compared to novices.

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